| Disease | Baseline Accuracy | REPEL (Overall/New Outbreaks) |
|---|---|---|
| peste des petits ruminants | 92% | 97% / 51% |
| foot and mouth disease | 78% | 94% / 50% |
| african horse sickness | 98% | 99% / 45% |
| newcastle disease | 83% | 91% / 44% |
| vesicular stomatitis | 90% | 98% / 36% |
| african swine fever | 93% | 97% / 33% |
| ovine bluetongue disease | 79% | 90% / 26% |
| ovine pox disease | 93% | 97% / 23% |
| lumpy skin disease | 95% | 96% / 20% |
| highly pathogenic avian influenza | 94% | 93% / 19% |
| pleuropneumonia | 96% | 98% / 18% |
| swine vesicular disease | 100% | 100% / 0% |
| rift valley fever | 97% | 98% / 0% |
| classical swine fever | 94% | 96% / 0% |
| Taxa | Baseline Accuracy | REPEL (Overall/New Outbreaks) |
|---|---|---|
| cervidae | 73% | 96% / 72% |
| cats | 74% | 96% / 71% |
| buffaloes | 77% | 96% / 63% |
| camelidae | 76% | 95% / 55% |
| dogs | 79% | 94% / 55% |
| sheep/goats | 86% | 96% / 53% |
| swine | 87% | 96% / 47% |
| equidae | 91% | 97% / 45% |
| cattle | 86% | 95% / 40% |
| hares/rabbits | 85% | 96% / 38% |
| birds | 85% | 95% / 30% |
| Continent | Baseline Accuracy | REPEL (Overall/New Outbreaks) |
|---|---|---|
| Americas | 82% | 96% / 53% |
| Africa | 84% | 95% / 49% |
| Asia | 85% | 96% / 46% |
| Oceania | 93% | 99% / 45% |
| Europe | 87% | 95% / 41% |
cases model stats
## # A tibble: 6 x 4
## model .metric .estimator .estimate
## <chr> <chr> <chr> <dbl>
## 1 baseline rmse standard 129581.
## 2 xgboost rmse standard 235764.
## 3 baseline rsq standard 0.875
## 4 xgboost rsq standard 0.156
## 5 baseline mae standard 1458.
## 6 xgboost mae standard 2398.